Is there a document with a list of conjectures or research problems regarding reinforcement learning (like the Millennium Prize Problems)?
It's not really an exhaustive list, but Hutter maintains a small list of problems (click on the bullet point &quot;Universal AI Book&quot; here) related to AIXI (a reinforcement learning agent), some of which have already been solved. The money awards are in the range of 50-500 euros, so they are not as financially important as the Millennium Prize Problems.